Leilei Gan
College of Computer Science and Technology
Zhejiang University
Zhejiang, China. 310000.
Email: leileigan αt zju dοt edu dοt cn
Goolge Scholar
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Biography
I'm a final-year Ph.D. student in the College of Computer Science and Technology at Zhejiang University, coadvised by Prof. Fei Wu and Prof. Yi Yang. I am also so lucky to work with Prof. Jiwei Li and Associated Prof. Kun Kuang. My research interests include natural language processing and machine learning. In particular, I study pre-trained language models and their applications on downstream tasks, especially machine reasoning tasks, such as legal judgment prediction and logical text generation.
My research is sponsored by CAAI-Huawei MindSpore Open Fund.
News
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I am looking for research positions in both academia and industry. If you are interested in my background, feel free to contact me!
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[2022.10] One paper was accepted by the main conference of EMNLP 2022.
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[2022.08] One paper was accepted by TASLP.
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[2022.04] One paper was accepted by the main conference of NAACL 2022.
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[2022.02] One paper was accepted by the main conference of ACL 2022.
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[2021.11] It's my great honor to be sponsored by the CAAI-Huawei MindSpore Open Fund.
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[2020.12] One paper was accepted by AAAI 2021.
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[2020.09] One paper was accepted by TASLP.
Preprint
Publications
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Chengyuan Liu, Leilei Gan, Kun Kuang, Fei Wu Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples, EMNLP, 2022.
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Leilei Gan, Zhiyang Teng, Yue Zhang, Linchao Zhu, Fei Wu, Yi Yang. SemGloVe: Semantic Co-occurrences for GloVe from BERT, TASLP, 2022.
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Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan. Triggerless Backdoor Attack for NLP Tasks with Clean Labels, NAACL, 2022.
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Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li. Dependency Parsing as MRC-based Span-Span Prediction, ACL, 2022.
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Leilei Gan, Kun Kuang, Yi Yang, and Fei Wu. Judgment Prediction via Injecting Legal Knowledge into Neural Networks, AAAI, 2021.
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Leilei Gan, Yue Zhang. Investigating Self-Attention Network for Chinese Word Segmentation, TASLP, 2020.
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Jie Zhang, Zhili Zhou, Shu Li, Leilei Gan, Xuyun Zhang, Lianyong Qi, Xiaolong Xu, Wanchun Dou. Hybrid computation offloading for smart home automation in mobile cloud computing, Personal and Ubiquitous Computing, 2018.
Selected Honors and Awards
NiJihong Scholarship, Zhejiang University, 2021
Outstanding Graduate Student, Zhejiang University, 2021
Scholarship for outstanding PhD students, Zhejiang University
Second-Class Scholarship for graduate student, Nanjing University
Tongxi Award, Nanjing University
Academic Service
Journal Reviewer: TALLIP.
Conference Reviewer: ACL ARR, ACL(2021, 2022), EMNLP(2019, 2020), AAAI(2020, 2021), AACL(2020), etc.
Last updated on Oct. 6, 2022.